Files
django-q2/django_q/queues.py
ihuk 8b3d6b7d2a Initial work on fix for #424 - TypeError: can't pickle _thread.lock objects.
Made `Broker` and `Queue` classes pickable which fixes the the problem with new default `spawn` proces start method.
2020-10-14 22:21:40 +02:00

82 lines
2.8 KiB
Python

"""
The code is derived from https://github.com/althonos/pronto/commit/3384010dfb4fc7c66a219f59276adef3288a886b
"""
import multiprocessing
import multiprocessing.queues
import sys
class SharedCounter:
""" A synchronized shared counter.
The locking done by multiprocessing.Value ensures that only a single
process or thread may read or write the in-memory ctypes object. However,
in order to do n += 1, Python performs a read followed by a write, so a
second process may read the old value before the new one is written by
the first process. The solution is to use a multiprocessing.Lock to
guarantee the atomicity of the modifications to Value.
This class comes almost entirely from Eli Bendersky's blog:
http://eli.thegreenplace.net/2012/01/04/shared-counter-with-pythons-multiprocessing/
"""
def __init__(self, n=0):
self.count = multiprocessing.Value("i", n)
def increment(self, n=1):
""" Increment the counter by n (default = 1) """
with self.count.get_lock():
self.count.value += n
@property
def value(self):
""" Return the value of the counter """
return self.count.value
class Queue(multiprocessing.queues.Queue):
""" A portable implementation of multiprocessing.Queue.
Because of multithreading / multiprocessing semantics, Queue.qsize() may
raise the NotImplementedError exception on Unix platforms like Mac OS X
where sem_getvalue() is not implemented. This subclass addresses this
problem by using a synchronized shared counter (initialized to zero) and
increasing / decreasing its value every time the put() and get() methods
are called, respectively. This not only prevents NotImplementedError from
being raised, but also allows us to implement a reliable version of both
qsize() and empty().
"""
def __init__(self, *args, **kwargs):
if sys.version_info < (3, 0):
super(Queue, self).__init__(*args, **kwargs)
else:
super(Queue, self).__init__(
*args, ctx=multiprocessing.get_context(), **kwargs
)
self.size = SharedCounter(0)
def __getstate__(self):
return super(Queue, self).__getstate__() + (self.size, )
def __setstate__(self, state):
super(Queue, self).__setstate__(state[:-1])
self.size = state[-1]
def put(self, *args, **kwargs):
super(Queue, self).put(*args, **kwargs)
self.size.increment(1)
def get(self, *args, **kwargs):
x = super(Queue, self).get(*args, **kwargs)
self.size.increment(-1)
return x
def qsize(self) -> int:
""" Reliable implementation of multiprocessing.Queue.qsize() """
return self.size.value
def empty(self) -> bool:
""" Reliable implementation of multiprocessing.Queue.empty() """
return not self.qsize() > 0